Skills

  • Skills List

Deep
Learning

  • Model Development
  • Model Evaluation
  • Transfer Learning
  • Fine-Tuning
  • Multi- class / variate
  • Model Architectures
  • ANN, CNN, & RNN

Traditional Learning

  • linear Models
  • SVM
  • Nearest Neighbors
  • Naive Bayes
  • Decision Trees
  • Clustering
  • Ensemble Methods

Exploratory Data Analysis

  • Pandas-Profiling
  • Numpy
  • Scipy
  • Matplotlib
  • seaborn
  • Diagnostic Analysis
  • Predictive Analysis

Model Tuning

  • Feature Engineering
  • Model Evaluation
  • Cross-Validation
  • Hyper-para Tuning
  • Grid/Random Search
  • Evaluation Metrics
  • Validation Curves

More Skills

  • SQL/PostgreSQL
  • HTML/CSS/JS
  • WordPress
  • C++/C#
  • Linux
  • Motion Graphic
  • Blender/Photoshop

Tools & Softwares